{"id":"W3212227313","doi":"10.1186/s12879-021-06842-w","title":"Experience with a triplex arbovirus nucleic acid test (NAT) at a Canadian Public Health Laboratory","year":2021,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Provincial Laboratory of Public Health; University of Calgary","funders":"Alberta Precision Laboratories","keywords":"Dengue fever; Chikungunya; Zika virus; Arbovirus; Dengue virus; Nucleic acid test; myalgia; Medicine; Virology; Rash; Internal medicine; Urine; Tropical medicine; Viremia; Virus; Immunology; Pathology; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00569511,0.001685149,0.0004018076,0.001796402,0.003928664,0.002430902,0.003399001,0.001157391,0.006203435],"category_scores_gemma":[0.01381288,0.0007809158,0.0006916592,0.002085136,0.002220229,0.001579183,0.002249396,0.002324049,0.001177307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02045181,"about_ca_system_score_gemma":0.03228408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6750817,"about_ca_topic_score_gemma":0.7658091,"domain_scores_codex":[0.9893153,0.001892773,0.000493138,0.001367394,0.004647398,0.002284075],"domain_scores_gemma":[0.9833102,0.002462164,0.001221094,0.0006021505,0.007947223,0.004457151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006578675,0.001749303,0.6611902,0.0006594469,0.0002298452,0.02233422,0.01382164,0.002343495,0.01126649,0.001214543,0.02415693,0.2603762],"study_design_scores_gemma":[0.0002043362,0.004727483,0.7350585,0.001241246,0.0005291976,0.07000377,0.03386957,0.01021607,0.01540619,0.001161132,0.1270653,0.0005172174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962156,0.009695456,0.01555609,0.01554109,0.001024344,0.0008274766,0.0008805578,0.001367073,0.05889223],"genre_scores_gemma":[0.9777274,0.003760258,0.007955547,0.003863262,0.0002034395,0.00005996653,0.0005521768,0.0001563484,0.005721596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3249183,"threshold_uncertainty_score":0.6536636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620268517237572,"score_gpt":0.2577223373840173,"score_spread":0.2415196522116416,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}